Prediction of Membrane Protein Types by a Fuzzy Support Vector Machine Classifier

摘要：

Membrane proteins have different types.The function of a membrane protein is closely correlated with the type it belongs to.It is important to decide which type it belongs to because it is closely relevant to its biological function and to its interaction process with other molecules in a biological system.In this study,on the basis of the concept of pseudo amino acid(PseAA)composition originally introduced by Chou,a fuzzy support vector machine Classifier is presented.The success rates indicate that the classifier may become a very useful high throughput tool in identifying membrane proteins and their types.

关键词： membrane protein fuzzy support vector machine pseudo amino acid composition

作者: Peiying Zhao Yongsheng Ding Jianxi Zhang

作者单位: College of lnformation Sciences and Technology College of lnformation Sciences and Technology;Engineering Research Center of Digitized Textile & Fa Books and Information Center Shandong Institute of Commerce and Technology Shandong,250103,P.R.China

会议类型: 国内会议

会议名称: 第三届中国智能计算大会

会议地点: 济南

会议语种:英文

页码: 211-214

在线出版日期: 2009-05-15（万方平台首次上网日期，不代表论文的发表时间）